Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9573304 | 0.9923065 | 0.8280958 | 0.0347832 | 0.9732101 |
| bt | 0.8161926 | 0.8810836 | 0.9060248 | 0.1315639 | 0.6426528 |
| maxnet | 0.6006565 | 0.7363656 | 0.9493787 | 0.2276272 | 0.3980232 |
| gam | 0.7680525 | 0.7739727 | 0.9712828 | 0.1583010 | 0.3956743 |
| glm | 0.7231947 | 0.7124310 | 0.7741528 | 0.1754086 | 0.3776151 |